JeetKaria06/Indian_Food_Analysis

It contains analysis and visualization of traditional Indian dishes in python and visualization is done using Plotly library.

Indian_Food_Analysis

This is an academic project, part of Data Analytics and Visualization (DAV) course at SEAS (School of Engineering and Applied Sciences), Ahmedabad University.

Table of Content

• Tools and Technologies
• Problem Source
• Topics Covered
• Contributors

Tools and Technologies

• Python
• Plotly
• Pandas
• Matplotlib
• Numpy
• Scikit-learn
• Google-Colab
• Uniform manifold approximation and projection (UMAP)

Problem Source

• Kaggle

Topics Covered

• Data Importing
• Data Cleaning
• Data Visualization
  • Pie Chart
  • Line Chart
  • Bar graph
  • Horizontal Bar Graph
  • Scatter Plot
  • Treemap
  • WordCloud
  • 3D Scatter Plot
  • Heatmap
• Data Analysis
  • Dish similarity calculation using Ingredient vector
  • Dimensionality Reduction
  • Clustering and classfying group among dishes

Contributors

• JeetKaria06
• mr_chocha